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Models

Model weights released alongside our research, for reuse and independent evaluation.

Medicine · Vision

Atlas-Net

A segmentation model for abdominal organs in CT volumes, released for research and further benchmarking against organ-level failure modes.

Abdominal organ CT segmentation

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Why we release model weights

Every model we ship is a companion to a failure study, not a leaderboard entry. We release weights so others can reproduce our error audits, extend them to new populations or data sources, and hold our claims about robustness and calibration to the same scrutiny we apply to everyone else's.

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